% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 15398 % Primary Name: HALIM PERDANAKUSUMA % Record Type: TAVG % Country: Indonesia % Latitude: -6.26700 +/- 0.00050 % Longitude: 106.88300 +/- 0.00050 % Elevation (m): 26.00 +/- 0.05 % # of Months: 104 % % IDs: gsod - 967495-99999 % icao - WIHH % usaf - 967495 % % Sources: Global Summary of the Day % % Site Hash: ae110c60d76484a3e29fda0e269b0c46 % Raw Data Hash: e8c1055612bd558d3d7f87ef8d31fdb2 % Adj Data Hash: ced62efef395f869bfdcda31180fb89b % % The data for this station is presented below in several columns and in % several forms. The temperature values are reported as "raw", % "adjusted", and "regional expectation". % % The "raw" values reflect the observations as originally ingested by % the Berkeley Earth system from one or more originating archive(s). % These "raw" values may reflect the merger of more than one temperature % time series if multiple archives reported values for this location. % Alongside the raw data we have also provided a flag indicating which % values failed initial quality control checks. A further column % dates at which the raw data may be subject to continuity "breaks" % due to documented station moves (denoted "1"), prolonged measurement % gaps (denoted "2"), documented time of observation changes (denoted "3") % and other empirically determined inhomogeneities (denoted "4"). % % In many cases, raw temperature data contains a number of artifacts, % caused by issues such as typographical errors, instrumentation changes, % station moves, and urban or agricultural development near the station. % The Berkeley Earth analysis process attempts to identify and estimate % the impact of various kinds of data quality problems by comparing each % time series to neighboring series. At the end of the analysis process, % the "adjusted" data is created as an estimate of what the weather at % this location might have looked like after removing apparent biases. % This "adjusted" data will generally to be free from quality control % issues and be regionally homogeneous. Some users may find this % "adjusted" data that attempts to remove apparent biases more % suitable for their needs, while other users may prefer to work % with raw values. % % Lastly, we have provided a "regional expectation" time series, based % on the Berkeley Earth expected temperatures in the neighborhood of the % station. This incorporates information from as many weather stations as % are available for the local region surrounding this location. Note % that the regional expectation may be a systematically a bit warmer or % colder than the weather stations by a few degrees due to differences % in mean elevation and other local characteristics. % % For each temperature time series, we have also included an "anomaly" % time series that removes both the seasonality and the long-term mean. % These anomalies may provide an easier way of seeing changes through % time. % % Reported temperatures are in Celsius and reflect monthly averages. As % these files are intended to be summaries for convenience, additional % information, including more detailed flagging and metadata, may be % available in our whole data set files. % % The Berkeley Earth analysis was run on 15-Nov-2013 19:55:48 % % Raw Data QC Continuity Adjusted Data Regional Expectation % Year, Month, Temperature, Anomaly, Failed, Breaks, Temperature, Anomaly, Temperature, Anomaly 2004 1 NaN NaN NaN NaN NaN NaN 26.988 0.723 2004 2 NaN NaN NaN NaN NaN NaN 26.908 0.340 2004 3 NaN NaN NaN NaN NaN NaN 27.659 0.587 2004 4 NaN NaN NaN NaN NaN NaN 28.213 0.879 2004 5 NaN NaN NaN NaN NaN NaN 28.001 0.508 2004 6 NaN NaN NaN NaN NaN NaN 27.398 0.446 2004 7 NaN NaN NaN NaN NaN NaN 26.804 0.301 2004 8 NaN NaN NaN NaN NaN NaN 27.070 0.578 2004 9 NaN NaN NaN NaN NaN NaN 27.412 0.830 2004 10 NaN NaN NaN NaN NaN NaN 27.651 1.080 2004 11 NaN NaN NaN NaN NaN NaN 27.414 0.694 2004 12 NaN NaN NaN NaN NaN NaN 26.932 0.473 2005 1 27.881 -0.259 0 0 27.838 -0.302 26.429 0.164 2005 2 28.395 -0.047 0 0 28.352 -0.090 27.001 0.433 2005 3 28.656 -0.291 0 0 28.613 -0.334 27.507 0.434 2005 4 29.485 0.276 0 0 29.442 0.233 27.978 0.644 2005 5 29.755 0.388 0 0 29.712 0.345 28.211 0.719 2005 6 29.050 0.223 0 0 29.007 0.180 27.467 0.515 2005 7 28.905 0.527 0 0 28.862 0.484 26.925 0.421 2005 8 29.030 0.663 0 0 28.987 0.620 26.949 0.457 2005 9 29.506 1.049 0 0 29.463 1.006 27.144 0.561 2005 10 29.733 1.287 0 0 29.690 1.244 26.829 0.258 2005 11 28.745 0.151 0 0 28.702 0.108 26.849 0.129 2005 12 28.771 0.438 0 0 28.728 0.395 26.673 0.215 2006 1 28.062 -0.078 0 0 28.019 -0.121 26.303 0.037 2006 2 28.761 0.318 0 0 28.718 0.276 27.137 0.569 2006 3 28.667 -0.280 0 0 28.624 -0.323 27.381 0.308 2006 4 28.988 -0.221 0 0 28.945 -0.264 27.546 0.211 2006 5 29.309 -0.058 0 0 29.266 -0.101 27.873 0.380 2006 6 29.736 0.909 0 0 29.693 0.866 27.284 0.332 2006 7 29.710 1.333 1 0 NaN NaN 27.178 0.675 2006 8 29.458 1.092 0 0 29.415 1.049 26.877 0.385 2006 9 30.326 1.869 1 0 NaN NaN 27.049 0.467 2006 10 31.596 3.150 1 0 NaN NaN 27.891 1.320 2006 11 31.178 2.584 1 0 NaN NaN 28.183 1.463 2006 12 29.518 1.185 0 0 29.475 1.142 27.382 0.924 2007 1 29.973 1.833 1 0 NaN NaN 27.248 0.982 2007 2 27.314 -1.128 1 0 NaN NaN 26.658 0.090 2007 3 29.338 0.391 0 0 29.295 0.348 27.407 0.334 2007 4 28.886 -0.323 0 0 28.843 -0.366 27.545 0.211 2007 5 29.667 0.299 0 0 29.624 0.256 28.036 0.543 2007 6 29.698 0.871 1 0 NaN NaN 27.219 0.266 2007 7 31.032 2.654 1 0 NaN NaN 26.996 0.493 2007 8 29.535 1.168 0 0 29.492 1.125 26.909 0.416 2007 9 30.313 1.856 1 0 NaN NaN 27.037 0.454 2007 10 30.097 1.651 0 0 30.054 1.608 27.061 0.490 2007 11 30.000 1.406 0 0 29.957 1.363 27.299 0.579 2007 12 28.435 0.102 0 0 28.392 0.059 26.523 0.064 2008 1 29.461 1.321 1 0 NaN NaN 26.931 0.665 2008 2 27.320 -1.122 1 0 NaN NaN 26.290 -0.278 2008 3 29.062 0.115 1 0 NaN NaN 26.942 -0.131 2008 4 29.966 0.757 1 0 NaN NaN 27.378 0.043 2008 5 29.983 0.615 1 0 NaN NaN 27.865 0.373 2008 6 29.648 0.821 1 0 NaN NaN 27.095 0.142 2008 7 NaN NaN NaN NaN NaN NaN 26.731 0.227 2008 8 NaN NaN NaN NaN NaN NaN 26.653 0.161 2008 9 30.694 2.237 1 0 NaN NaN 26.920 0.337 2008 10 33.278 4.832 1 0 NaN NaN 26.803 0.232 2008 11 29.455 0.861 1 0 NaN NaN 26.929 0.209 2008 12 28.741 0.408 1 0 NaN NaN 26.589 0.130 2009 1 27.676 -0.464 1 0 NaN NaN 26.136 -0.130 2009 2 28.056 -0.387 1 0 NaN NaN 26.357 -0.211 2009 3 29.221 0.274 1 0 NaN NaN 27.374 0.301 2009 4 29.103 -0.106 1 0 NaN NaN 27.838 0.504 2009 5 28.867 -0.501 1 0 NaN NaN 28.028 0.536 2009 6 30.077 1.250 1 0 NaN NaN 27.672 0.720 2009 7 30.116 1.738 1 0 NaN NaN 27.132 0.629 2009 8 30.190 1.824 1 0 NaN NaN 27.270 0.778 2009 9 31.937 3.479 1 0 NaN NaN 27.689 1.106 2009 10 29.133 0.687 1 0 NaN NaN 27.306 0.735 2009 11 31.111 2.517 1 0 NaN NaN 27.173 0.454 2009 12 NaN NaN NaN NaN NaN NaN 27.250 0.791 2010 1 28.434 0.294 1 0 NaN NaN 26.625 0.360 2010 2 28.976 0.534 0 2 29.018 0.575 27.414 0.847 2010 3 29.333 0.386 0 0 29.375 0.428 27.827 0.754 2010 4 30.060 0.851 0 0 30.102 0.893 28.619 1.285 2010 5 29.987 0.620 0 0 30.028 0.661 28.520 1.028 2010 6 28.823 -0.004 0 0 28.864 0.038 27.260 0.308 2010 7 28.327 -0.051 0 0 28.369 -0.009 26.887 0.383 2010 8 29.017 0.650 0 0 29.058 0.692 27.066 0.574 2010 9 28.352 -0.105 0 0 28.393 -0.064 26.259 -0.324 2010 10 28.694 0.249 0 0 28.736 0.290 26.333 -0.238 2010 11 28.869 0.274 0 0 28.910 0.316 26.947 0.227 2010 12 28.321 -0.013 0 0 28.362 0.029 26.661 0.203 2011 1 27.675 -0.465 0 0 27.716 -0.424 26.395 0.129 2011 2 28.572 0.130 1 0 NaN NaN 26.892 0.324 2011 3 29.102 0.155 1 0 NaN NaN 27.177 0.104 2011 4 29.680 0.471 0 0 29.721 0.512 27.675 0.340 2011 5 29.319 -0.048 0 0 29.360 -0.007 27.926 0.433 2011 6 29.286 0.459 1 0 NaN NaN 27.587 0.635 2011 7 28.303 -0.075 1 0 NaN NaN 26.930 0.427 2011 8 29.302 0.935 1 0 NaN NaN 27.074 0.582 2011 9 30.547 2.090 1 0 NaN NaN 27.169 0.587 2011 10 30.842 2.396 1 0 NaN NaN 27.047 0.475 2011 11 29.629 1.035 0 0 29.670 1.076 27.247 0.527 2011 12 29.815 1.482 1 0 NaN NaN 27.307 0.848 2012 1 28.564 0.424 0 0 28.606 0.466 26.757 0.492 2012 2 29.167 0.724 0 0 29.208 0.766 27.139 0.571 2012 3 29.193 0.246 0 0 29.235 0.288 27.624 0.552 2012 4 29.802 0.593 0 0 29.843 0.634 27.631 0.296 2012 5 30.354 0.987 1 0 NaN NaN 28.167 0.674 2012 6 29.821 0.995 1 0 NaN NaN 27.638 0.686 2012 7 30.259 1.881 1 0 NaN NaN 27.029 0.525 2012 8 29.859 1.492 1 0 NaN NaN 27.061 0.569 2012 9 30.584 2.127 1 0 NaN NaN 27.307 0.724 2012 10 30.536 2.091 0 0 30.578 2.132 27.407 0.836 2012 11 29.611 1.017 0 0 29.653 1.059 27.213 0.493 2012 12 29.210 0.877 0 0 29.252 0.918 27.075 0.617 2013 1 27.618 -0.522 0 0 27.660 -0.480 26.465 0.199 2013 2 28.771 0.329 0 0 28.813 0.370 27.163 0.595 2013 3 29.695 0.748 0 0 29.737 0.790 27.929 0.857 2013 4 29.762 0.553 0 0 29.804 0.595 27.893 0.558 2013 5 29.887 0.520 1 0 NaN NaN 27.948 0.455 2013 6 29.482 0.655 0 0 29.524 0.697 27.731 0.778 2013 7 28.373 -0.005 0 0 28.414 0.036 26.531 0.027 2013 8 29.814 1.447 1 0 NaN NaN 27.072 0.580 2013 9 30.284 1.826 1 0 NaN NaN 27.250 0.667 2013 10 30.894 2.449 1 0 NaN NaN 27.133 0.561 2013 11 29.458 0.864 1 0 NaN NaN NaN NaN